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Overview
Careers
Standard regression models such as ordinary least squares that ignore such hierarchical structures can produce invalid results leading to incorrect conclusions. Mixed-effects regression models instead take into account this hierarchical structure when analyzing the data. Maastricht University - Center for European Studies' Multilevel Analysis of Longitudinal Data (MALD) will teach you more about that.
Programme Structure
Courses include:
- Standard linear regression model and its shortcoming
- Examples of multilevel designs
- Mixed-effects regression models including random intercept model, random intercept and slope model, models with serial correlations, and marginal models
- Basic principles of model selection in multilevel models
- Analysis of pre-post measurement designs
- Analysis of longitudinal experimental studies
- Missing observations in longitudinal studies
Key information
Duration
- Full-time
- 1 months
Start dates & application deadlines
- StartingApplication deadline not specified.
More details
- Please contact the university for more information about the application deadline.
Language
English
Credits
3 ECTS
Delivered
On Campus
Disciplines
Economics Business Intelligence Data Science & Big Data View 16 other Short Courses in Data Science & Big Data in NetherlandsAcademic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Student insurance
Make sure to cover your health, travel, and stay while studying abroad. Even global coverages can miss important items, so make sure your student insurance ticks all the following:
- Additional medical costs (i.e. dental)
- Repatriation, if something happens to you or your family
- Liability
- Home contents and baggage
- Accidents
- Legal aid
We partnered with Aon to provide you with the best affordable student insurance, for a carefree experience away from home.
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Remember, countries and universities may have specific insurance requirements. To learn more about how student insurance work at Maastricht University and/or in Netherlands, please visit Student Insurance Portal.
Other requirements
General requirements
- Participants should be familiar with standard linear regression analysis at an intermediate level (e.g., successfully completed the courses Introduction to Statistics Part 1 and Regression Analysis, Statistics Part 2). Without this basic knowledge, the course will be hard to follow. In any case, the participant should be familiar with dummy variables, interpretation of the regression parameters as well as experience working with SPSS (or R if it is preferred).
- All PhD students and researchers involved in studies that consider longitudinal and multilevel data in medical, epidemiological, and social and behavioral research.
Tuition Fee
To always see correct tuition fees
-
International
500 EUR/fullTuition FeeBased on the tuition of 500 EUR for the full programme during 1 months. -
EU/EEA
500 EUR/fullTuition FeeBased on the tuition of 500 EUR for the full programme during 1 months.
- PhD candidates (Promovendi) of FHML, MaCSBIO, M4I and MERLN: no fee;
- Master students: no fee.
Living costs for Maastricht
700 - 1170 EUR /month
Living costs
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
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